Statistics has its social values. With misuse of statistics (due to non representative data and methodology), a lot of social tension has been generated. In noise of statistics, it is difficult to figure out ill motive of individuals and organization. This chapter will summarize discussions which are meant for changing the environment for better use of statistics. In this regard, this chapter will filter out those voices (from voices of statistics) which are trying to bring academic community as well as government organization closer by strengthening both organizations. Proposed components of discussion for this chapter may be seen at taxonomy of book.